AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_DecisionTree Decision Tree logloss 0.377679 7.8
2_Default_LightGBM LightGBM logloss 0.102785 4.36
3_Default_Xgboost Xgboost logloss 0.0883173 2.47
4_Default_CatBoost CatBoost logloss 0.0759057 2.99
5_Default_RandomForest Random Forest logloss 0.234308 3.65
6_Default_ExtraTrees Extra Trees logloss 0.363181 3.23
the best Ensemble Ensemble logloss 0.074684 0.74

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation